Leicester City won the most penalties by a club in the Premier League in 2015-16, with 12 penalties won.

	CLUB	PK-W	SEASON	M	W	D	L	G	GC	SH	SOT	PASS-ATT	PASS	POSS%	FOUL	YC	RC
1	Leicester	12	2015-16	38	23	12	3	68	36	522	179	13,606	9,657	42.6	406	54	3
2	Man City	7	2015-16	38	19	9	10	71	41	615	210	20,706	17,251	57.0	409	63	0
3	Watford	6	2015-16	38	12	9	17	40	50	445	140	14,764	10,765	45.1	459	77	3
4	Chelsea	5	2015-16	38	12	14	12	59	53	526	173	19,897	16,444	56.2	404	62	5
5	Everton	5	2015-16	38	11	14	13	59	55	491	175	18,164	14,833	51.9	316	50	5
6	Swansea	5	2015-16	38	12	11	15	42	52	441	136	18,387	14,910	52.4	393	60	1
7	West Brom	5	2015-16	38	10	13	15	34	48	388	106	12,486	8,805	39.7	392	65	3
8	Bournemouth	4	2015-16	38	11	9	18	45	67	464	143	17,495	14,002	51.2	361	53	1
9	Crystal Palace	4	2015-16	38	11	9	18	39	51	469	154	14,023	10,499	45.7	470	62	2
10	Southampton	4	2015-16	38	18	9	11	59	41	518	166	16,120	12,578	49.1	419	63	6
11	Stoke City	4	2015-16	38	14	9	15	41	55	418	129	16,567	13,148	49.7	419	53	4
12	Tottenham	4	2015-16	38	19	13	6	69	35	658	250	18,862	15,241	57.3	453	72	0
13	West Ham	4	2015-16	38	16	14	8	65	51	558	186	15,258	11,888	48.4	382	57	5
14	Sunderland	3	2015-16	38	9	12	17	48	62	439	141	13,022	9,298	41.0	402	68	2
15	Arsenal	2	2015-16	38	20	11	7	65	36	571	211	21,479	18,123	58.3	350	45	5
16	Aston Villa	2	2015-16	38	3	8	27	27	76	380	110	15,518	12,135	46.4	431	77	3
17	Man United	2	2015-16	38	19	9	10	49	35	430	144	20,304	16,752	58.5	473	67	1
18	Newcastle	2	2015-16	38	9	10	19	44	65	397	152	15,344	11,818	46.6	417	61	5
19	Liverpool	1	2015-16	38	16	12	10	63	50	629	202	19,963	16,055	57.1	422	67	3
20	Norwich City	1	2015-16	38	9	7	22	39	67	417	129	14,709	10,891	45.9	417	64	3